AI SolutionsAI & Data
Learning path

Week 1: Introduction to AI in the energy industry and data science fundamentals

Skill Level
Fundamentals
Duration 4 hours 40 minutes
Updated Apr 8, 2025

About this learning path

ADNOC: Introduction to AI in the energy industry and data science fundamentals

Your instructors

Pooja PatelWorld Wide TechnologyConsulting Services Analyst

Prerequisites

  1. Desire to learn more about ADNOC's approach to AI

What you'll learn

  1. AI Fundamentals in the Energy Industry
  1. 1. Program Overview & Objectives
    1. Enroll in this learning path to view locked contentArtificial Intelligence Overview
      Video
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  2. 2. Foundations of AI in the Energy Industry
    1. Enroll in this learning path to view locked contentWhat is Artificial Intelligence?
      Article
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  3. 3. Intro to Python for Data Science
    1. Enroll in this learning path to view locked contentWhat is Artificial Intelligence?
      Article
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  4. 4. Data Transformation & Cleaning
    1. Enroll in this learning path to view locked contentWhat is Artificial Intelligence?
      Article
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  5. 5. Machine Learning Fundamentals
    1. Enroll in this learning path to view locked contentWhat is Artificial Intelligence?
      Article
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  6. 6. Dataiku Hands-On Lab #1: Setting up the Python Environment & Basic Data Exploration
    1. Enroll in this learning path to view locked contentRetrieval Augmented Generation (RAG) Walk Through Lab
      Lab
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  7. 7. Dataiku Hands-On Lab #2: ML Model Building
    1. Enroll in this learning path to view locked contentRetrieval Augmented Generation (RAG) Walk Through Lab
      Lab
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  8. 8. Conclusion
    1. Enroll in this learning path to view locked contentQuiz
      Quiz
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    2. Enroll in this learning path to view locked contentLearning Path Complete
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